guided-grad-cam

There are 1 repository under guided-grad-cam topic.

utkuozbulak / pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
cam cnn-visualization deep-dream grad-cam gradient gradient-visualization guided-backpropagation guided-grad-cam pytorch saliency segmentation smooth-grad
Language:Python 7711
explainable-cnn
ashutosh1919 / explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
explainable-ai explainable-ml cnn cnn-pytorch cnn-classification grad-cam grad-cam-visualization saliency-map saliency-detection visualization cnn-visualization cnn-visualization-technique guided-backpropagation guided-grad-cam pytorch pytorch-implementation
Language:Python 212
fitushar / 3D-GuidedGradCAM-for-Medical-Imaging
This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.
guided-grad-cam 3d-guided-grad-cam tensorflow-examples 3d-models cnn-visualization cnn-visualization-technique nifti ctci tensorflow2 medical-imaging explainable-ai explainable-artificial-intelligence explainable-ai-in-medical-imaging
Language:Python 91
Karol-G / Gcam
Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.
pytorch gradcam gradcam-plus-plus grad-cam guided-backpropagation guidedgradcam visualization saliency cnn-visualization guided-grad-cam segmentation 2d 3d medical-imaging gradient-visualization gcam
Language:Python 50
hnguyentt / cnn-visualization-keras-tf2
Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream
cnn-visualization deepdream demos feature-visualization filter-visualization gradcam guided-backpropagation guided-grad-cam keras-tensorflow tf2
Language:Jupyter Notebook 26
hnguyentt / GradCAM_and_GuidedGradCAM_tf2
Implementation of GradCAM & Guided GradCAM with Tensorflow 2.x
demo gradcam guided-backpropagation guided-grad-cam keras-tensorflow tensorflow2 visualization
Language:Jupyter Notebook 22
FAU-DLM / FCDIIb_TSC
Repository for Kubach et al. bioRxiv/2019/804682 (2019)
machine-learning deep-learning convolutional-neural-network guided-grad-cam histopathology epilepsy pathology medical-images grad-cam explainable-artificial-intelligence
Language:Python 5
swapnil-ahlawat / Guided-GradCAM-Keras
Implementation of Guided GradCAM in Keras
guided-grad-cam gradcam guided-backpropagation keras-tensorflow
Language:Jupyter Notebook 5
ChristianOrr / feature-attribution-methods-jax
Suite of methods that create attribution maps from image classification models.
xai gradients-attribution gradients-x-inputs cam integrated-gradients deconvolution grad-cam guided-backpropagation guided-grad-cam
Language:Jupyter Notebook 4